The COVID-19 Situation Report is a data intensive report that tries to portray an accurate data oriented picture of the 2019- 2020 COVID-19 pandemic. If you would like to add additional metrics to this report, please send a mail to the author at .

Date of Report

Report Printed On 

## [1] "2020-03-30"

COVID-19 Overall Stats (Worldwide)

Overall Confirmed Cases Count Worldwide 

## [1] "782365 (up from 720117 yesterday: 8.64 % increase)"

Overall Deaths Worldwide

Please note that the deaths is at the minimum an underestimate as there could be fatalities resulting from the current active cases.

## [1] "37582 (up from 33925 yesterday: 10.78 % increase)"

Overall Fatality Rate Worldwide in %

Please note that the fatality rate is at the minimum an underestimate as there could be fatalities resulting from the current active cases.

## [1] 4.8



In- Depth Country Wise Stats (With Atleast 100 COVID-19 Confirmations)

Overall Confirmed Cases and Deaths- Country Wise (With Fatality Rates)

Country_Region TotalConfirmed TotalDeaths FatalityRate
US 161807 2978 1.84
Italy 101739 11591 11.39
Spain 87956 7716 8.77
China 82198 3308 4.02
Germany 66885 645 0.96
France 45170 3030 6.71
Iran 41495 2757 6.64
United Kingdom 22453 1411 6.28
Switzerland 15922 359 2.25
Belgium 11899 513 4.31
Netherlands 11817 865 7.32
Turkey 10827 168 1.55
Korea, South 9661 158 1.64
Austria 9618 108 1.12
Canada 7398 80 1.08
Portugal 6408 140 2.18
Israel 4695 16 0.34
Brazil 4579 159 3.47
Norway 4445 32 0.72
Australia 4361 17 0.39
Sweden 4028 146 3.62
Czechia 3001 23 0.77
Ireland 2910 54 1.86
Denmark 2755 77 2.79
Malaysia 2626 37 1.41
Chile 2449 8 0.33
Romania 2109 65 3.08
Poland 2055 31 1.51
Luxembourg 1988 22 1.11
Ecuador 1962 60 3.06
Japan 1866 54 2.89
Russia 1836 9 0.49
Pakistan 1717 21 1.22
Philippines 1546 78 5.05
Thailand 1524 9 0.59
Saudi Arabia 1453 8 0.55
Indonesia 1414 122 8.63
Finland 1352 13 0.96
South Africa 1326 3 0.23
India 1251 32 2.56
Greece 1212 43 3.55
Iceland 1086 2 0.18
Mexico 993 20 2.01
Panama 989 24 2.43
Peru 950 24 2.53
Dominican Republic 901 42 4.66
Singapore 879 3 0.34
Argentina 820 23 2.80
Colombia 798 12 1.50
Croatia 790 6 0.76
Serbia 785 16 2.04
Slovenia 756 11 1.46
Estonia 715 3 0.42
Diamond Princess 712 10 1.40
Qatar 693 1 0.14
Egypt 656 41 6.25
Iraq 630 46 7.30
United Arab Emirates 611 5 0.82
New Zealand 589 1 0.17
Algeria 584 35 5.99
Morocco 556 33 5.94
Ukraine 548 13 2.37
Bahrain 515 4 0.78
Lithuania 491 7 1.43
Armenia 482 3 0.62
Hungary 447 15 3.36
Lebanon 446 11 2.47
Latvia 376 0 0.00
Andorra 370 8 2.16
Bosnia and Herzegovina 368 10 2.72
Bulgaria 359 8 2.23
Slovakia 336 0 0.00
Costa Rica 330 2 0.61
Tunisia 312 8 2.56
Uruguay 310 1 0.32
Taiwan* 306 5 1.63
Kazakhstan 302 1 0.33
Moldova 298 2 0.67
North Macedonia 285 7 2.46
Azerbaijan 273 4 1.47
Jordan 268 5 1.87
Kuwait 266 0 0.00
Burkina Faso 246 12 4.88
Cyprus 230 7 3.04
San Marino 230 25 10.87
Albania 223 11 4.93
Vietnam 203 0 0.00
Oman 179 0 0.00
Afghanistan 170 4 2.35
Cuba 170 4 2.35
Cote d’Ivoire 168 1 0.60
Senegal 162 0 0.00
Malta 156 0 0.00
Belarus 152 0 0.00
Ghana 152 5 3.29
Uzbekistan 149 2 1.34
Cameroon 139 6 4.32
Honduras 139 7 5.04
Venezuela 135 3 2.22
Nigeria 131 2 1.53
Mauritius 128 3 2.34
Brunei 127 1 0.79
Sri Lanka 122 2 1.64
West Bank and Gaza 116 1 0.86
Cambodia 107 0 0.00
Georgia 103 0 0.00

In Depth USA Stats (State Wise Figures)

Confirmed Cases and Deaths- States of USA (With Fatality Rates)

State Confirmed Deaths FatalityRate ConfirmedCasesPerMillPopl DeathsPerMillPopl InfectionOdds
New York 66663 1218 1.83 3426.78 62.61 1 in 292
New Jersey 16636 198 1.19 1872.96 22.29 1 in 534
California 7138 146 2.05 180.65 3.70 1 in 5535
Michigan 6498 184 2.83 650.66 18.42 1 in 1537
Massachusetts 5752 56 0.97 827.69 8.06 1 in 1208
Florida 5473 63 1.15 254.82 2.93 1 in 3924
Illinois 5056 73 1.44 399.00 5.76 1 in 2506
Washington 4923 205 4.16 646.50 26.92 1 in 1547
Pennsylvania 4155 50 1.20 324.56 3.91 1 in 3081
Louisiana 4025 185 4.60 865.82 39.80 1 in 1155
Texas 3147 45 1.43 108.53 1.55 1 in 9214
Georgia 2808 87 3.10 264.47 8.19 1 in 3781
Connecticut 2571 36 1.40 721.12 10.10 1 in 1387
Colorado 2311 47 2.03 401.30 8.16 1 in 2492
Ohio 1933 40 2.07 165.37 3.42 1 in 6047
Tennessee 1917 14 0.73 280.54 2.05 1 in 3565
Indiana 1786 35 1.96 265.29 5.20 1 in 3769
Maryland 1413 15 1.06 233.72 2.48 1 in 4279
North Carolina 1313 7 0.53 125.19 0.67 1 in 7988
Wisconsin 1230 20 1.63 211.25 3.43 1 in 4734
Arizona 1157 20 1.73 151.94 2.63 1 in 6582
Missouri 1051 13 1.24 171.24 2.12 1 in 5840
Virginia 1020 15 1.47 119.50 1.76 1 in 8368
Nevada 1012 15 1.48 328.55 4.87 1 in 3044
South Carolina 925 18 1.95 179.66 3.50 1 in 5566
Alabama 899 10 1.11 183.35 2.04 1 in 5454
Mississippi 847 16 1.89 284.60 5.38 1 in 3514
Utah 804 4 0.50 250.78 1.25 1 in 3988
Oregon 606 16 2.64 143.68 3.79 1 in 6960
Minnesota 576 10 1.74 102.13 1.77 1 in 9791
Oklahoma 481 16 3.33 121.56 4.04 1 in 8227
Kentucky 479 11 2.30 107.21 2.46 1 in 9327
Arkansas 473 7 1.48 156.74 2.32 1 in 6380
Iowa 424 6 1.42 134.39 1.90 1 in 7441
Rhode Island 408 4 0.98 385.14 3.78 1 in 2596
District of Columbia 401 9 2.24 568.19 12.75 1 in 1760
Kansas 372 8 2.15 127.69 2.75 1 in 7831
Idaho 340 6 1.76 189.73 3.35 1 in 5271
New Hampshire 314 3 0.96 230.93 2.21 1 in 4330
Maine 275 3 1.09 204.58 2.23 1 in 4888
Delaware 264 6 2.27 271.11 6.16 1 in 3688
Vermont 256 12 4.69 410.26 19.23 1 in 2437
New Mexico 237 2 0.84 113.03 0.95 1 in 8847
Hawaii 175 0 0.00 123.60 0.00 1 in 8091
Puerto Rico 174 6 3.45 54.48 1.88 1 in 18355
Montana 171 5 2.92 160.00 4.68 1 in 6250
Nebraska 145 2 1.38 74.96 1.03 1 in 13341
West Virginia 145 1 0.69 81.13 0.56 1 in 12325
Alaska 114 3 2.63 155.83 4.10 1 in 6417
North Dakota 109 2 1.83 143.03 2.62 1 in 6991
South Dakota 101 1 0.99 114.17 1.13 1 in 8759
Wyoming 94 0 0.00 162.42 0.00 1 in 6157
Guam 58 1 1.72 349.99 6.03 1 in 2857
American Samoa 0 0 NaN 0.00 0.00 1 in Inf
Northern Mariana Islands 0 0 NaN 0.00 0.00 1 in Inf
Recovered 0 0 NaN NA NA 1 in NA
Virgin Islands 0 0 NaN NA NA 1 in NA

In Depth Italy Stats (Region Wise Figures)

Confirmed Cases and Deaths- Regions of Italy (With Fatality and Confirmation Rates)

Region HospitalizedWithSymptoms IntensiveCare HomeIsolation ActiveCases Discharged_Healed Deceased Confirmations Swabs FatalityRate ConfirmationRate
Lombardia 11815 1330 11861 25006 10337 6818 42161 111057 16.17 37.96
Emilia Romagna 3779 351 6636 10766 1227 1538 13531 50990 11.37 26.54
Veneto 1633 356 5575 7564 747 413 8724 99941 4.73 8.73
Piemonte 2985 452 4218 7655 308 749 8712 25478 8.60 34.19
Toscana 1116 279 2655 4050 131 231 4412 30099 5.24 14.66
Marche 998 167 2086 3251 16 417 3684 10979 11.32 33.55
Liguria 1142 175 1066 2383 437 397 3217 9677 12.34 33.24
Lazio 1079 154 1264 2497 267 150 2914 32846 5.15 8.87
Campania 468 126 1145 1739 88 125 1952 12969 6.40 15.05
Puglia 590 106 889 1585 36 91 1712 13117 5.32 13.05
P.A. Trento 353 78 926 1357 178 147 1682 6377 8.74 26.38
Sicilia 484 75 849 1408 71 76 1555 14758 4.89 10.54
Friuli Venezia Giulia 229 60 820 1109 285 107 1501 14003 7.13 10.72
Abruzzo 322 69 778 1169 74 102 1345 7948 7.58 16.92
P.A. Bolzano 231 62 805 1098 153 74 1325 10640 5.58 12.45
Umbria 173 47 614 834 184 33 1051 8150 3.14 12.90
Sardegna 113 24 485 622 32 28 682 4993 4.11 13.66
Calabria 130 18 454 602 14 31 647 9013 4.79 7.18
Valle d’Aosta 92 26 400 518 16 50 584 1536 8.56 38.02
Basilicata 36 18 154 208 1 5 214 1833 2.34 11.67
Molise 27 8 72 107 18 9 134 955 6.72 14.03

In Depth Canada Stats (With Province Level Figures)

Confirmed Cases and Deaths- Provinces of Canada (With Fatality Rates)

Province Confirmed Deaths FatalityRate
Quebec 3430 22 0.64
Ontario 1706 31 1.82
British Columbia 970 19 1.96
Alberta 661 3 0.45
Saskatchewan 156 2 1.28
Newfoundland and Labrador 148 1 0.68
Nova Scotia 127 0 0.00
Manitoba 96 1 1.04
New Brunswick 68 0 0.00
Prince Edward Island 18 0 0.00
Grand Princess 13 0 0.00
Yukon 4 0 0.00
Northwest Territories 1 0 0.00
Diamond Princess 0 1 Inf
Recovered 0 0 NaN

In Depth China Stats (With Province Level Figures)

Confirmed Cases and Deaths- Provinces of China (With Fatality Rates)

Province Confirmed Deaths FatalityRate
Hubei 67801 3186 4.70
Guangdong 1484 8 0.54
Henan 1276 22 1.72
Zhejiang 1255 1 0.08
Hunan 1018 4 0.39
Anhui 990 6 0.61
Jiangxi 937 1 0.11
Shandong 773 7 0.91
Hong Kong 682 4 0.59
Jiangsu 645 0 0.00
Chongqing 579 6 1.04
Beijing 577 8 1.39
Sichuan 550 3 0.55
Shanghai 498 5 1.00
Heilongjiang 484 13 2.69
Fujian 340 1 0.29
Hebei 321 6 1.87
Guangxi 254 2 0.79
Shaanxi 253 3 1.19
Yunnan 180 2 1.11
Tianjin 174 3 1.72
Hainan 168 6 3.57
Guizhou 146 2 1.37
Gansu 138 2 1.45
Liaoning 136 2 1.47
Shanxi 136 0 0.00
Jilin 98 1 1.02
Inner Mongolia 97 1 1.03
Xinjiang 76 3 3.95
Ningxia 75 0 0.00
Macau 38 0 0.00
Qinghai 18 0 0.00
Tibet 1 0 0.00

Time Series Curves (Top 20 Countries with the Highest Cases)

The time series curves (both linear and logarithmic) are printed for the top 20 countries with the most confirmed COVID-19 cases as of today in decreasing order of confirmations.

Confirmed Cases Count (Linear)

Country Wise Time Series Curve

Confirmed Cases Count (Logarithmic)

Country Wise Time Series Curve

Time Series Curves (Top 20 Countries with the Highest Cases)

The time series curves (both linear and logarithmic) are printed for the top 20 countries with the most COVID-19 deaths as of today in decreasing order of confirmations.

Death Count (Linear)

Country Wise Time Series Curve

Death Count (Logarithmic)

Country Wise Time Series Curve

Epidemic Curve: Delta in the past 24 hrs (Top 20 Countries with the Highest Cases)

The COVID-19 epidemic curve, also known as an COVID-19 epi curve or COVID-19 epidemiological curve, is a statistical chart to visualise the onset and progression of the COVID-19 outbreak in various countries. The term flattening of the epidermic curve is referred to as the drastic reduction of new cases which can be seen in the dip in the number of new cases in the past 24 hrs. The below charts show if this has happened for the worst affected 20 countries in the world as of today. The fitted line in the below bars show the last 7 day average of new cases/ new deaths.

Delta in Confirmed Cases

Number of New Cases in the past 24 hrs

Delta in Deaths

Number of Deaths in the past 24 hrs

Measuring Outbreak Velocity: 5 Day Lagging Average Doubling Time (Top 20 Countries with the Highest Cases)

The velocity of an outbreak is determined by a construct known as doubling time. This value describes the number of days, on average, required for the number of cases to double in a given area. For our analysis we use average doubling time, which can be defined as the number of days, on average, required for the average number of COVID-19 cases to double in a given area.

This measure can describe COVID-19 behavior worldwide, in a country, or even in a smaller region such as a state. For our analysis, we will discuss average doubling time at a national level for the top 20 most affected countries.

Below, we have calculated average doubling time for several nations, on a trailing, rolling 5-day basisbased on today’s case values. A decline in average doubling time indicates that the COVID-19 outbreak (confirmation rate) is accelerating (average cases double in fewer days), while an increase of average doubling time indicates that the outbreak is slowing.

Ideally, when social distancing and lockdowns are implemented aggressively in a country and after some period of delay, doubling times should begin to increase in a matter of days, weeks, or months, depending upon the severity of the epidemic and the degree of social distancing achievable.

Given the fact that many countries across the world have already enacted or implemented social distancing measures, this is why one should be cautious not to extrapolate COVID-19 growth rates from trailing statistics.

5 Day Lagging Avg Doubling Time of Confirmations

Confirmed Cases and Deaths Per Million Population and Infection Odds

This metric confirmed cases per million population and deaths per million population shows the extent to which the disease has spread with respect to the population of the country. The metric Infection Odds shows 1 in how many people are infected with COVID-19 in the corresponding country.

For the top 20 countries with most confirmed cases excluding cruise ships

Country_Region ConfirmedCasesPerMillionPopl DeathsPerMillionPopl InfectionOdds
US 494.52 9.10 1 in 2022
Italy 1682.19 191.65 1 in 594
Spain 1885.04 165.37 1 in 530
China 59.31 2.39 1 in 16862
Germany 807.89 7.79 1 in 1238
France 674.28 45.23 1 in 1483
Iran 511.27 33.97 1 in 1956
United Kingdom 337.94 21.24 1 in 2959
Switzerland 1857.88 41.89 1 in 538
Belgium 1043.77 45.00 1 in 958
Netherlands 687.83 50.35 1 in 1454
Turkey 133.98 2.08 1 in 7464
Korea, South 187.70 3.07 1 in 5328
Austria 1090.23 12.24 1 in 917
Canada 196.81 2.13 1 in 5081
Portugal 622.74 13.61 1 in 1606
Israel 538.91 1.84 1 in 1856
Brazil 21.88 0.76 1 in 45709
Norway 828.06 5.96 1 in 1208
Australia 177.28 0.69 1 in 5641

Data Sources: 1. Github Repos: CSSEGISandData and pcm-dpc